Package: mlr3cmprsk 0.0.7

John Zobolas

mlr3cmprsk: Competing Risks Machine Learning for 'mlr3'

Provides a unified interface for right-censored competing risks tasks in 'mlr3'.

Authors:John Zobolas [cre, aut], Andreas Bender [aut], Andrzej Galecki [ctb]

mlr3cmprsk_0.0.7.tar.gz
mlr3cmprsk_0.0.7.zip(r-4.7-any)mlr3cmprsk_0.0.7.zip(r-4.6-any)mlr3cmprsk_0.0.7.zip(r-4.5-any)
mlr3cmprsk_0.0.7.tgz(r-4.6-any)mlr3cmprsk_0.0.7.tgz(r-4.5-any)
mlr3cmprsk_0.0.7.tar.gz(r-4.7-any)mlr3cmprsk_0.0.7.tar.gz(r-4.6-any)
mlr3cmprsk_0.0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mlr3cmprsk/json (API)

# Install 'mlr3cmprsk' in R:
install.packages('mlr3cmprsk', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mlr-org/mlr3cmprsk/issues

Pkgdown/docs site:https://mlr3cmprsk.mlr-org.com

On CRAN:

Conda:

competing-risksmachine-learningsurvival-analysis

3.38 score 2 stars 1 packages 4 scripts 12 exports 110 dependencies

Last updated from:13915cc2d0 (on v0.0.7). Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK195
source / vignettesOK264
linux-releaseOK175
macos-releaseOK127
macos-oldrelOK148
windows-develOK139
windows-releaseOK140
windows-oldrelOK122
wasm-releaseOK142

Exports:as_prediction_cmprskas_task_cmprskassert_cif_listLearnerCompRisksLearnerCompRisksAalenJohansenLearnerCompRisksFineGrayMeasureCompRisksMeasureCompRisksAUCMeasureCompRisksBrierScoreMeasureCompRisksIntegratedBrierScorePredictionCompRisksTaskCompRisks

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercmprskcodetoolscolorspacecpp11data.tablediagramdigestdoParallelevaluatefarverfastmapfontawesomeforeachforeignFormulafsfuturefuture.applyggplot2glmnetglobalsgluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalgrlifecyclelistenvmagrittrMASSMatrixMatrixModelsmemoisemetsmimemiraimlbenchmlr3mlr3measuresmlr3miscmultcompmvtnormnanonextnlmennetnumDerivpalmerpenguinsparadoxparallellyplotrixpolsplineprodlimprogressrPRROCPublishquantregR6rangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenriskRegressionrlangrmarkdownrmsrpartrstudioapiS7sandwichsassscalesshapeSparseMSQUAREMstringistringrsurvdistrsurvivalTH.datatimeregtinytexuuidvctrsviridisLitewithrxfunyamlzoo

Readme and manuals

Help Manual

Help pageTopics
mlr3cmprsk: Competing Risks Machine Learning for 'mlr3'mlr3cmprsk-package mlr3cmprsk
Convert to a Competing Risk Predictionas_prediction.PredictionDataCompRisks as_prediction_cmprsk as_prediction_cmprsk.data.frame as_prediction_cmprsk.list as_prediction_cmprsk.PredictionCompRisks
Convert to a Competing Risks Taskas_task_cmprsk as_task_cmprsk.data.frame as_task_cmprsk.DataBackend as_task_cmprsk.TaskCompRisks
Assert a List of Cumulative Incidence Matricesassert_cif_list
Competing Risks LearnerLearnerCompRisks
Competing Risks MeasureMeasureCompRisks
Aalen Johansen Competing Risks LearnerLearnerCompRisksAalenJohansen mlr_learners_cmprsk.aalen
Fine-Gray Competing Risks LearnerLearnerCompRisksFineGray mlr_learners_cmprsk.fg
AUC(t) Competing Risks MeasureMeasureCompRisksAUC mlr_measures_cmprsk.auc
Brier Score Competing Risks MeasureMeasureCompRisksBrierScore mlr_measures_cmprsk.brier
Integrated Brier Score Competing Risks MeasureMeasureCompRisksIntegratedBrierScore mlr_measures_cmprsk.ibs
Primary Biliary Cholangitis Competing Risks Taskmlr_tasks_pbc
Prediction Object for Competing RisksPredictionCompRisks
Competing Risks TaskTaskCompRisks